{
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "4Pjmz-RORV8E"
      },
      "source": [
        "# Text to speech generation\n",
        "\n",
        "Text To Speech (TTS) models have made great strides in quality over the last few years. Unfortunately, it's not currently possible to use these libraries without installing a large number of dependencies.\n",
        "\n",
        "The txtai TextToSpeech pipeline has the following objectives:\n",
        "\n",
        "- Fast performance both on CPU and GPU\n",
        "- Ability to batch large text values and stream it through the model\n",
        "- Minimal install footprint\n",
        "- All dependencies must be Apache 2.0 compatible\n",
        "\n",
        "This notebook will go through a set of text to speech generation examples.\n",
        "\n"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "Dk31rbYjSTYm"
      },
      "source": [
        "# Install dependencies\n",
        "\n",
        "Install `txtai` and all dependencies. Since this notebook is using optional pipelines, we need to install the pipeline extras package. We'll also demonstrate running this pipeline as an application."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 44,
      "metadata": {
        "id": "XMQuuun2R06J"
      },
      "outputs": [],
      "source": [
        "%%capture\n",
        "!pip install git+https://github.com/neuml/txtai#egg=txtai[pipeline-audio,pipeline-data] onnxruntime-gpu librosa\n",
        "\n",
        "# Install NLTK\n",
        "import nltk\n",
        "nltk.download('averaged_perceptron_tagger_eng')"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "PNPJ95cdTKSS"
      },
      "source": [
        "# Create a TextToSpeech instance\n",
        "\n",
        "The TextToSpeech instance is the main entrypoint for generating speech from text. The pipeline is backed by models from the [ESPnet](https://github.com/espnet/espnet) project. ESPnet has a number of high quality TTS models available on the [Hugging Face Hub](https://huggingface.co/models?library=espnet&pipeline_tag=text-to-speech&sort=downloads).\n",
        "\n",
        "This pipeline can use the following models on the Hugging Face Hub.\n",
        "\n",
        "- [ljspeech-jets-onnx](https://huggingface.co/NeuML/ljspeech-jets-onnx)\n",
        "- [ljspeech-vits-onnx](https://huggingface.co/NeuML/ljspeech-vits-onnx)\n",
        "- [vctk-vits-onnx](https://huggingface.co/NeuML/vctk-vits-onnx)\n",
        "\n",
        "The default model is `ljspeech-jets-onnx`. Each of the models above are ESPnet models exported to ONNX using [espnet_onnx](https://github.com/espnet/espnet_onnx). More on that process can be found in the links above.\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 45,
      "metadata": {
        "id": "nTDwXOUeTH2-"
      },
      "outputs": [],
      "source": [
        "%%capture\n",
        "\n",
        "from txtai.pipeline import TextToSpeech\n",
        "\n",
        "# Create text-to-speech model\n",
        "tts = TextToSpeech()"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "-vGR_piwZZO6"
      },
      "source": [
        "# Generate speech\n",
        "\n",
        "The first example shows how to generate speech from text. Let's give it a try!"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 46,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 465
        },
        "id": "-K2YJJzsVtfq",
        "outputId": "28fd09d8-73e1-4c07-ae71-09397081631c"
      },
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 1500x500 with 1 Axes>"
            ],
            "image/png": "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\n"
          },
          "metadata": {}
        }
      ],
      "source": [
        "import librosa.display\n",
        "import matplotlib.pyplot as plt\n",
        "\n",
        "text = \"Text To Speech models have made great strides in quality over the last few years.\"\n",
        "\n",
        "# Generate raw waveform speech\n",
        "speech, rate = tts(text), 22050\n",
        "\n",
        "# Print waveplot\n",
        "plt.figure(figsize=(15, 5))\n",
        "plot = librosa.display.waveshow(speech[0], sr=speech[1])"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "ARFO5J46SJyj"
      },
      "source": [
        "The graph shows a plot of the audio. It clearly shows pauses between words and sentences as we would expect in spoken language. Now let's play the generated speech."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 47,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 60
        },
        "id": "GpNhbItq3QGL",
        "outputId": "c85abf97-1b39-4938-f4e3-c4f415b3b132"
      },
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.lib.display.Audio object>"
            ],
            "text/html": [
              "\n",
              "                <audio  controls=\"controls\" >\n",
              "                    <source src=\"data:audio/mpeg;base64,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\" type=\"audio/mpeg\" />\n",
              "                    Your browser does not support the audio element.\n",
              "                </audio>\n",
              "              "
            ]
          },
          "metadata": {}
        }
      ],
      "source": [
        "from IPython.display import Audio, display\n",
        "\n",
        "import os\n",
        "\n",
        "import soundfile as sf\n",
        "\n",
        "def play(speech):\n",
        "  # Convert to MP3 to save space\n",
        "  sf.write(\"speech.wav\", speech[0], speech[1])\n",
        "  !ffmpeg -i speech.wav -y -b:a 64 speech.mp3 2> /dev/null\n",
        "\n",
        "  # Play speech\n",
        "  display(Audio(filename=\"speech.mp3\"))\n",
        "\n",
        "play(speech)"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "bDxW-tsCELob"
      },
      "source": [
        "# Transcribe audio back to text\n",
        "\n",
        "Next we'll use [OpenAI Whisper](https://github.com/openai/whisper) to transcribe the generated audio back to text."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 48,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 70
        },
        "id": "-KgYwAQzFVll",
        "outputId": "47857ba8-0942-42f9-ee8a-fde0abe5140a"
      },
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "'Text to speech models have made great strides in quality over the last few years.'"
            ],
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "string"
            }
          },
          "metadata": {},
          "execution_count": 48
        }
      ],
      "source": [
        "from txtai.pipeline import Transcription\n",
        "\n",
        "# Transcribe files\n",
        "transcribe = Transcription(\"openai/whisper-base\")\n",
        "\n",
        "# Print result\n",
        "transcribe(speech, rate)"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "lmKDL32ySfXl"
      },
      "source": [
        "And as expected, the transcription matches the original text."
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "# Streaming speech generation\n",
        "\n",
        "The TextToSpeech pipeline supports incrementally generating snippets of speech. This enables the pipeline to work with streaming LLM generation."
      ],
      "metadata": {
        "id": "oI2bCz0kBDSO"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "text = \"This is streaming speech generation. It's designed to take output tokens from a streaming LLM. It returns snippets of speech.\".split()\n",
        "for speech, _ in tts(text, stream=True):\n",
        "  print(speech.shape)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "QGpF2T8ce0Md",
        "outputId": "4f8eefb3-eb46-4bdf-ce45-bd752d9a3822"
      },
      "execution_count": 49,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "(32768,)\n",
            "(31488,)\n",
            "(26368,)\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "8miGM2xKSkq_"
      },
      "source": [
        "# Audio books\n",
        "\n",
        "The TextToSpeech pipeline is designed to work with large blocks of text. It could be used to build audio for entire chapters of books.\n",
        "\n",
        "In the next example below, we'll read the beginning of the book the `Great Gatsby`. We'll load a new model that enables setting a speaker."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 50,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 60
        },
        "id": "liLFTAAvOWpi",
        "outputId": "76210dec-7b43-4383-ebd0-6320c71d42d4"
      },
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.lib.display.Audio object>"
            ],
            "text/html": [
              "\n",
              "                <audio  controls=\"controls\" >\n",
              "                    <source src=\"data:audio/mpeg;base64,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\" type=\"audio/mpeg\" />\n",
              "                    Your browser does not support the audio element.\n",
              "                </audio>\n",
              "              "
            ]
          },
          "metadata": {}
        }
      ],
      "source": [
        "# Beginning of The Great Gatsby from Project Gutenberg\n",
        "# https://www.gutenberg.org/ebooks/64317\n",
        "\n",
        "text = \"\"\"\n",
        "In my younger and more vulnerable years my father gave me some advice\n",
        "that I've been turning over in my mind ever since.\n",
        "\n",
        "“Whenever you feel like criticizing anyone,” he told me, “just\n",
        "remember that all the people in this world haven't had the advantages\n",
        "that you've had.”\n",
        "\n",
        "He didn't say any more, but we've always been unusually communicative\n",
        "in a reserved way, and I understood that he meant a great deal more\n",
        "than that.\n",
        "\"\"\"\n",
        "\n",
        "tts = TextToSpeech(\"neuml/vctk-vits-onnx\")\n",
        "speech = tts(text, speaker=3)\n",
        "play(speech)"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "NsmhYciqTAX6"
      },
      "source": [
        "# Text To Speech Workflow\n",
        "\n",
        "In the last example, we'll cover building a text-to-speech workflow. This workflow is no different in that it connects multiple pipelines together, each of which are backed by machine learning models.\n",
        "\n",
        "The workflow extracts text from a webpage, summarizes it and then generates audio of the summary."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 51,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "TAv7XVgzHb_4",
        "outputId": "1d88f847-5773-4be3-8f6c-ed33e49ef548"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Overwriting workflow.yml\n"
          ]
        }
      ],
      "source": [
        "%%writefile workflow.yml\n",
        "summary:\n",
        "  path: sshleifer/distilbart-cnn-12-6\n",
        "\n",
        "textractor:\n",
        "  join: true\n",
        "  lines: false\n",
        "  minlength: 100\n",
        "  paragraphs: true\n",
        "  sentences: false\n",
        "\n",
        "texttospeech:\n",
        "  path: neuml/vctk-vits-onnx\n",
        "\n",
        "workflow:\n",
        "  tts:\n",
        "    tasks:\n",
        "    - action: textractor\n",
        "      task: url\n",
        "    - action: summary\n",
        "    - action: texttospeech\n",
        "      args:\n",
        "        speaker: 15"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 52,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 115
        },
        "id": "_dmQZ6i8IDAA",
        "outputId": "47bda0fc-c7df-42d3-d540-834576c806f8"
      },
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.lib.display.Audio object>"
            ],
            "text/html": [
              "\n",
              "                <audio  controls=\"controls\" >\n",
              "                    <source src=\"data:audio/mpeg;base64,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\" type=\"audio/mpeg\" />\n",
              "                    Your browser does not support the audio element.\n",
              "                </audio>\n",
              "              "
            ]
          },
          "metadata": {}
        }
      ],
      "source": [
        "from txtai.app import Application\n",
        "\n",
        "app = Application(\"workflow.yml\")\n",
        "\n",
        "speech = list(app.workflow(\"tts\", [\"https://en.wikipedia.org/wiki/Natural_language_processing\"]))[0]\n",
        "\n",
        "play(speech)"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "VCU8zGGDXQ0Y"
      },
      "source": [
        "# Wrapping up\n",
        "\n",
        "This notebook gave a brief introduction on text to speech models. The text to speech pipeline in txtai is designed to be easy to use and handles the most common text to speech tasks in English.  \n",
        "\n",
        "This work is made possible by the excellent advancements in text to speech modeling. [ESPnet](https://github.com/espnet/espnet) is a great project and should be checked out for more advanced and a wider range of use cases. This pipeline was also made possible by the great work from [espnet_onnx](https://github.com/espnet/espnet_onnx) in building a framework to export models to ONNX.\n",
        "\n",
        "Looking forward to seeing what the community dreams up using this pipeline!\n",
        "\n"
      ]
    }
  ],
  "metadata": {
    "accelerator": "GPU",
    "colab": {
      "provenance": []
    },
    "gpuClass": "standard",
    "kernelspec": {
      "display_name": "Python 3",
      "name": "python3"
    }
  },
  "nbformat": 4,
  "nbformat_minor": 0
}